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Rancher Labs vs Splunk Observability Cloud comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Feb 6, 2025

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Rancher Labs
Ranking in Container Management
6th
Average Rating
8.4
Reviews Sentiment
7.5
Number of Reviews
14
Ranking in other categories
Data Storage for Kubernetes (3rd)
Splunk Observability Cloud
Ranking in Container Management
8th
Average Rating
8.4
Reviews Sentiment
7.4
Number of Reviews
50
Ranking in other categories
Application Performance Monitoring (APM) and Observability (11th), IT Infrastructure Monitoring (9th), Cloud Monitoring Software (9th)
 

Mindshare comparison

As of April 2025, in the Container Management category, the mindshare of Rancher Labs is 8.9%, down from 10.0% compared to the previous year. The mindshare of Splunk Observability Cloud is 0.5%. It is calculated based on PeerSpot user engagement data.
Container Management
 

Featured Reviews

RyanVassallo - PeerSpot reviewer
Offers an open-source version along with a good UI
The product has multiple good features. One of the solution's good features is that it is the GitOps functionality known as Rancher fleet, which is used for continuous delivery. The tool's UI is very convenient enough to help you manage multiple clusters in the cloud or on-premises, making it a product with which you can manage different clusters and locations. The tool also has a feature that is still kind of maturing, but I think it has very good potential. This new feature is named Harvester, which is allows users to have virtual machines managed by Kubernetes engine. This is very new technology in the market. I think that Harvester needs to mature as a product, and I think that in the future, it will be very powerful. You have one tool that does many things for you.
Lakshmi Padaga - PeerSpot reviewer
Collaborates performance metrics with log data to pinpoint the exact cause of issues and offers error detection
Splunk APM is a robust tool with many capabilities. There are always areas for potential improvement to enhance its functionality and user experience. For Splunk APM, there could be simplified navigation, like streamlining the user interface to make navigation more intuitive for our users, especially those new to APM, which can enhance usability. We can provide more customization options for dashboards and visualizations to help users tailor the platform to their specific needs. There could be more integration capabilities with a wider range of third-party tools and platforms would also be beneficial. By focusing on these areas, Splunk APM can enhance its value proposition, improve user satisfaction, and better meet the evolving needs of organizations monitoring their application performance.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"This solution is not vendor-locked, which means that we we are able to use it across all of our resources; this feature is of great value to us."
"The tool's UI is very convenient enough to help you manage multiple clusters in the cloud or the company, making it a product with which you can manage different clusters and locations."
"The most valuable feature of the solution is that it is an open-source solution that is easy to deploy."
"The most valuable feature of Rancher Labs is its user interface, which makes it easier to work with containers and deployment."
"The customized deployment process is the most valuable feature in Rancher Labs."
"The product is simple to use for a beginner."
"The scalability potential is very good."
"The initial setup is simple and straightforward."
"Splunk Infrastructure Monitoring reduces our mean time to resolve. We are more proactive than reactive."
"It is a great resource for us because we have so many different data sources and to be able to aggregate that and put it through a concise dashboard or an alert really helps."
"I have primarily used it to go back into the past and understand why something happened. It provides enough information to do research and figure things out."
"The features are pretty much ready out of the box."
"The data collection from our VMs, containers, databases, and backend components is valuable."
"This solution is very quick to deploy as it is a SaaS solution and integrates with tools like ServiceNow."
"The tool is efficient in collecting, monitoring and evaluating logs."
"The product retains a lot of log data for subsequent analysis."
 

Cons

"The biggest room for improvement in Rancher Labs would be to have a proper upgrading plan."
"While Rancher Labs provides some level of security, it's not considered very robust."
"Could be more intuitive."
"They should improve application visibility along with code visibility."
"If you have poor infrastructure, you will have issues with the tool."
"The solution could improve by adding more features in the dashboard, such as monitoring, scanning, and security. This would be a great benefit."
"We'd like their monitoring tool to be integrated by default."
"One area for improvement in Rancher Labs is the development aspect."
"The solution's machine learning deployment is hard and should be made user-friendly."
"A lot of customers had a hard time effectively searching within the data in Splunk. There is a learning curve from searches to indexes and using all the macros that we have created. It is a little difficult for somebody who has not used it quite a bit and does not have a lot of practice with it, but the AI features that we have been hearing about through Splunk will make it a lot easier for us to use human language to search this data. That is big. That is pretty powerful, and that will help a lot with our customers."
"This solution is difficult to configure and the instructions are complex."
"The implementation can be more user-friendly."
"One thing I recently ran into was that the logs on the server most often get Gzipped after they have been rotated. We found that we were not monitoring some of the things, so we had to go back and pull them in. Right now, it pulls one at a time, untars it, or unzips it, so I cannot look at the entire history. There can be an improvement in that area."
"The cost needs to be re-examined. It's extremely expensive to run. It's also expensive to expand. That's the number one complaint all of my customers have when it comes to Splunk. It's way too expensive compared to other solutions."
"It's a bit difficult to use. It takes some time to get into it and to get it to do what you would like it to do. It is not straightforward to use it."
"They can improve the flow system and the keyword language. It has predefined keywords, but they can be improved."
 

Pricing and Cost Advice

"The cost is reasonable since it's open source. Rancher effectively addresses container orchestration trends, especially for those with some Kubernetes knowledge."
"This is an open-source solution, so there are no licensing costs involved."
"The pricing of the solution sits in the mid range, not high and not low. It has a fixed price that you pay every month."
"The solution is free and open source but there is a fee for support."
"Although Rancher Labs is an open-source solution, they also offer a paid version, where you buy the support when needed."
"There are no hidden charges attached to the product unless a user opts for the premium support offered by the solution."
"There is an annual subscription. The price of the solution should be cheaper and have better pricing flexibility."
"The product is a bit expensive considering the competition but the company may negotiate the price."
"I am not in that circle, but we are currently licensing based on our queries. That is working out for us. Previously, it was by volume of data, and now, we can store as much data as we want."
"Splunk APM is expensive."
"Splunk Infrastructure Monitoring is an expensive solution."
"Splunk's infrastructure monitoring costs can be high because our billing is based on data volume measured in terabytes, rather than the number of devices being monitored."
"Splunk APM is a very cost-efficient solution."
"I would rate the price of Splunk Infrastructure Monitoring as an eight out of ten, with ten being the most expensive."
"It appears to be expensive compared to competitors."
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Top Industries

By visitors reading reviews
Manufacturing Company
25%
Computer Software Company
14%
Financial Services Firm
13%
Government
7%
Financial Services Firm
17%
Computer Software Company
15%
Manufacturing Company
8%
Retailer
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

Questions from the Community

What do you like most about Rancher Labs?
The tool's UI is very convenient enough to help you manage multiple clusters in the cloud or the company, making it a product with which you can manage different clusters and locations.
What is your experience regarding pricing and costs for Rancher Labs?
The cost is reasonable since it's open-source. Rancher effectively addresses container orchestration trends, especially for those with some Kubernetes knowledge.
What needs improvement with Rancher Labs?
While Rancher Labs provides some level of security, it's not considered very robust. We found it to offer basic security features, which met some of our requirements, but we also relied on other op...
What do you like most about SignalFx?
The most valuable feature is dashboard creation.
What needs improvement with SignalFx?
There is room for improvement in the alerting system, which is complicated and has less documentation available. We sometimes encountered issues in setting up alerts. The custom detector could be m...
What is your primary use case for SignalFx?
The main purpose of using Splunk APM is to optimize our application. We use Splunk APM primarily to understand how the application works, how it uses resources, and its response time in connection ...
 

Also Known As

No data available
Splunk Infrastructure Monitoring
 

Overview

 

Sample Customers

Albert Heijn, Bell, BMC, Samsung, WindStream, Johnson & Johnson
Sunrun, Yelp, Onshape, Tapjoy, Symphony Commerce, Chairish, Clever, Grovo, Bazaar Voice, Zenefits, Avalara
Find out what your peers are saying about Rancher Labs vs. Splunk Observability Cloud and other solutions. Updated: February 2025.
845,040 professionals have used our research since 2012.